THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION

question 171

Essay

THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION:
Suppose you are interested in determining the factors that influence the time required to prepare a tax return,and developed the model: Y = β₀ + β₁X₁ + β₂X₂ + β₃X₃ + β₄X₄ + ε,where Y is the amount of time (in minutes),X₁ is the income of the individual (in thousands of dollars),X₂ is the age of the individual,X₃ is the number of people living in the household,and X₄ is a dummy variable that takes the value 1,if the individual owns his or her own home.After interviewing 40 accountants,you get the following results:
= 17.2 + 3.8x₁ - 1.04x₂ + 2.15x₃ + 15.1x₄,
= 5.3,
= 0.13,
= 0.33,
= 1.51,
= 4.7,SSR = 164.2,SSE = 200.7,and R² = 0.45.
-Interpret the estimated regression coefficient b₄.

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Definitions:

Biological Model

A model that explains psychological phenomena in terms of biological processes, such as genetics, neurotransmitters, and brain structures.

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The management and care of a patient to combat disease or disorder.

Learning Model

A framework that describes how learning occurs, often involving processes like observation, imitation, and reinforcement.